{"id":"W2132744522","doi":"10.1016/j.cell.2015.04.051","title":"Yeast Proteome Dynamics from Single Cell Imaging and Automated Analysis","year":2015,"lang":"en","type":"article","venue":"Cell","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":297,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Proteome; Biology; Computational biology; Proteomics; Protein subcellular localization prediction; Pipeline (software); Genomics; Genome; Genetics; Computer science; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005507467,0.0004930525,0.0008701236,0.0009344781,0.0003262326,0.001311188,0.0008155489,0.0006332545,0.001621627],"category_scores_gemma":[0.001091276,0.0007182485,0.0003500211,0.0009870224,0.0004887154,0.001349845,0.001325085,0.001292685,0.0009261112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006569305,"about_ca_system_score_gemma":0.0005487133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008841951,"about_ca_topic_score_gemma":0.001766732,"domain_scores_codex":[0.9996176,0.00003548874,0.00001545428,0.00008588918,0.000218252,0.00002725233],"domain_scores_gemma":[0.9994991,0.000162554,0.00006747976,0.0001172766,0.0001162926,0.00003729046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001808543,0.00003665836,0.001755909,0.0002419983,0.00004285854,0.00009739968,0.00008295755,0.003385726,0.9429857,0.002831957,0.001279351,0.04707872],"study_design_scores_gemma":[0.0000438163,0.000101812,0.01849756,0.00005620108,0.0000522522,0.000946123,0.0001224496,0.1829222,0.773326,0.01067208,0.01315596,0.0001034556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3578168,0.004812766,0.6219316,0.0008703386,0.0002471162,0.0001307839,0.00313992,0.003678652,0.007372006],"genre_scores_gemma":[0.6635921,0.006126116,0.3214357,0.0002356101,0.00015234,0.0002393592,0.00349613,0.001123397,0.003599189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001621627,"threshold_uncertainty_score":0.005424917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001247372069541,"score_gpt":0.2430906649104264,"score_spread":0.233078191189731,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}